NdcLabs Brand Mark
NdcLabs | Nathan Cannon
ARGOS ENGINE: ARMED
Autonomous Development Life Cycle Zero-Trust Agentic Orchestration

Enterprise Agentic Development Lifecycle (ADLC)

Autonomous Software Factory powered by the AgentOps Control Plane & Project Argos. Governed multi-agent engineering across a deterministic 5-step Directed Acyclic Graph (DAG) with cryptographically verified artifact handoffs, strict role-based tool locks, and real-time behavioral drift quarantine.

Swarm Size
14 Agents Specialized autonomous
Lockout Guard
8 / 14 Locked enable_write: false
Cost Efficiency
67.3% Cut Tiered model routing
Loop Breaker
≤ 3 Cyclic Max 12 iterations
Telemetry SLO
3.57 ms SLO: < 150ms p99
Kill-Switch
0.009 ms Global swarm halt
Deterministic Execution Graph

5-Step DAG Pipeline & Artifact Contracts

Agents operate strictly within bounded DAG nodes. Progression between nodes requires machine-verifiable Markdown schemas, cryptographic hashes, and passing gate linters.

01 · NODE_01

Ideation & PRD Synthesis

Hands-free /voice capture, Google Stitch visual prototyping & initial vision synthesis grounded against system brain.

Agents
#0 Voice Co-Founder #1 Orchestrator
Output Contract PRD.md ai-context/ideation/*.md
02 · NODE_02

Stack-Aware Blueprint & UX Spec

Deep ground-truth research, /grill-me ambiguity taxonomy, & /ui-design-system WCAG 2.2 spec.

Agents
#2 Researcher #3 Analyst #4 UI Designer
Output Contract research.md requirements.md [Req-X] ui_ux_spec.md (5-State)
03 · NODE_03

Tiered Multi-Agent Execution

Pre-Build Gate, DB schema migrations, FastAPI endpoints, & 1-file atomic commits.

Agents
#5 Architect #6 DB Eng #7 API Eng #8 UI Eng
Output Contract implementation_plan.md task.md [Atomic Commits] migrations/*.sql
04 · NODE_04

3-Layer Security & Strict Browser QA

3-Layer CVE scan, live OSV.dev lookup, incognito browser QA (/strict-browser-qa) & 5-gate audit.

Agents
#9 Security #10 QA Browser #11 App Auditor #12 Tech Writer
Output Contract security_audit_report.md qa_proof_shots/*.png confirmation_report.md
05 · NODE_05

Autonomous SRE & Argos Governance

SemVer releases, /deploy-check verification, /sre-health-check & Path D rollback matrix.

Agents
#13 Deployment #14 SRE Fleet Ops
Output Contract sre_health_report.md incident_report.md release_tags (SemVer)
Active Pre-Build Consistency Gate: 14/14 Markdown schemas validated • Checksum Parity: SHA-256 e8f4c2...
Loop Counter Guard: 0 / 3 Cyc Total Iterations: 1 / 12 Max
AgentOps Control Plane & 5-Step Architecture Graph — Live Pipeline Telemetry
PROJECT ARGOS RUNTIME CAPTURE
Agent Inventory & Least Privilege Enclave

Complete Roster of 14 Specialized AI Agents

Engineered with strict capability boundaries. 8 of 14 subagents are bound to zero-write environments (enable_write_tools: false) to prevent hallucinated code injections or configuration drifts.

#1 Workflow Hub
🔒 Read-Only #1/8

Agent Orchestrator

Workflow Coordinator & Dispatch Hub

Central nervous system. Evaluates artifact contracts, handles 4 dispatch paths (A: New Feature, B: Brain-Dump, C: Greenfield, D: Incident Rollback), and operates the OpenInference trace span tree.

Loop Guard Breaker Trace Tree Root Contract Validator
Tier: Frontier Pro Context: 2M Tokens
#0 Step 1 Ideation
✍️ Scoped Write

Mobile Voice Co-Founder

Ideation Entry Node & Hands-Free PWA

Low-latency voice gateway accessible via mobile PWA. Converts conversational executive brainstorms into structured PRD stubs and persists raw thought trajectories directly into ai-context/.

/voice PWA Stream ai-context Grounding PRD.md Generation
Tier: Gemini Flash Latency: 280ms TTS/STT
#2 Step 2 Research
🔒 Read-Only #2/8

System Researcher

Senior Systems Researcher

Queries external official engineering documentation via Context7 MCP. Restricted to a strict 13-domain allowlist (FastAPI, Supabase, Tailwind, Postgres, etc.) to eradicate untrusted data poisoning.

/systems-researcher Context7 Docs MCP 13-Domain Allowlist
Tier: Frontier Pro Artifact: research.md
#3 Step 2 Analyst
🔒 Read-Only #3/8

Analyst Agent

Requirements Analyst & Specification Socratic

Executes the proprietary /grill-me interrogation protocol. Classifies product requirements across a 6-part ambiguity taxonomy, producing unambiguous acceptance criteria.

/grill-me Protocol 6-Part Taxonomy [Req-X] & [AC-X.Y]
Tier: Frontier Pro Artifact: requirements.md
#4 Step 2 Design
🔒 Read-Only #4/8

UI Designer

UX/UI & Accessibility Architect

Translates requirements into a strict 5-State Component Matrix (Default, Loading, Empty, Error, Permission-Locked) adhering to WCAG 2.2 AA contrast standards before any frontend code is written.

/ui-design-system 5-State Matrix WCAG 2.2 AA Audit
Tier: Gemini Flash Artifact: ui_ux_spec.md
#5 Step 3 Architecture
🔒 Read-Only #5/8

Solution Architect

Principal Architect & Pre-Build Gatekeeper

The single-point distillation bottleneck. Synthesizes Step 2 discoveries into micro-task sequences (task.md), each scoped to an atomic 1-file git commit with rollback criteria.

Pre-Build Gate Check Single-Point Distill implementation_plan.md
Tier: Frontier Pro Artifact: task.md
#6 Step 3 Build: DB
✍️ Scoped Write

Backend / DB Engineer

Database & Schema Engineer

Generates idempotent PostgreSQL migrations with explicit Row Level Security (RLS) policies, foreign key integrity, and btree tenant isolation indexes. Writes exclusively to supabase/migrations/.

PostgreSQL RLS Btree Tenant Indexes Idempotent SQL
Tier: Flash (Pro Boost) Scope: *.sql
#7 Step 3 Build: API
✍️ Scoped Write

API Engineer

Middle-Tier FastAPI Developer

Constructs high-performance async REST & WebSocket micro-endpoints using Pydantic v2 schemas, strict type enforcement, Zero-Trust IDOR validation, and robust connection pooling.

FastAPI Async Pydantic v2 Contracts Zero-Trust IDOR
Tier: Flash (Pro Boost) Scope: api/*
#8 Step 3 Build: UI
✍️ Scoped Write

UI Engineer

Frontend & Responsive PWA Engineer

Implements the UI spec with pixel fidelity. Mandatory DOM sanitization via escapeHtml(), atomic CSS tokens, and isolated git commits tied directly to single task IDs.

5-State Rendering DOM XSS Sanitation Atomic Commits
Tier: Flash (Pro Boost) Scope: src/*
#9 Step 4 Sec Gate
🔒 Read-Only #6/8

Security Auditor

Security & Zero-Trust Compliance Gate

Enforces a non-bypassable 3-Layer Gate: live OSV.dev CVE database scans on all packages, AST static analysis for OWASP Top 10 vulnerabilities, and explicit RLS matrix verification. Holds veto power over Step 5.

Live OSV.dev API OWASP Static AST RLS Diff Verifier
Tier: Frontier Pro Veto Power: Absolute
#10 Step 4 QA
🔒 Read-Only #7/8

QA Agent

Browser QA & Visual Regression Engine

Executes headless incognito browser passes via /strict-browser-qa. Asserts zero console warnings, validates responsive breakpoints, and archives high-res screenshot proof artifacts.

Incognito Playwright Zero Console Noise Proof Screenshots
Tier: Gemini Flash Gate: Pass/Fail Proof
#11 Step 4 Hygiene
✍️ Scoped Write

Application Auditor

Constitutional Rule & Hygiene Verifier

Triggers the /confirmation gate across 5 architectural hygiene axioms. Sweeps temporary staging scripts into historical archives before build approval.

5-Gate Confirmation Script Archiving Cleanliness Lint
Tier: Flash-Lite ($0.0012) Artifact: confirmation.md
#12 Step 4 Context
✍️ Docs-Only

Technical Writer

Living Documentation & Context Syncer

Maintains real-time synchronization between codebase modifications and the ai-context/ directory, keeping system brain files completely up to date.

Sync ai-context/*.md README & OpenAPI Spec Living Changelog
Tier: Flash-Lite ($0.0012) Scope: *.md Only
#13 Step 5 Release
✍️ Scoped Write

Deployment Specialist

Release Manager & Cloud CI/CD Engine

Manages release lifecycle via SemVer conventions. Executes /deploy-check against target edge providers (Vercel, Supabase), enforcing environment isolation.

/deploy-check SemVer Bump Automation Edge CDN Purge
Tier: Flash-Lite ($0.0012) Target: Cloud Edge
#14 Step 5 SRE Ops
🔒 Read-Only #8/8

SRE — Site Reliability Engineer

Fleet Telemetry & Incident Triage

Maintains ongoing health through a 4-step probe routine across all fleet endpoints. Triggers Path D auto-rollback matrix with Project Argos PAUSED_HITL gating upon threshold violations.

/sre-health-check Fleet TTFB Probing Path D Safe Rollback
Tier: Flash & Pro Dual Probing: 30s Heartbeat
Project Argos Core Subsystems

Enterprise Governance & Runtime Architecture Matrix

Mission-critical infrastructure monitoring swarms across mathematical drift tolerances, multi-tree brain parity, cost-optimized token dispatchers, and executive boardroom dashboards.

4-Way Drift Monitor
Argos Sentinel

Continuous multi-vector divergence scoring. Exceeding any mathematical threshold triggers instantaneous Stage 5 Quarantine, disconnecting the agent from tools and dispatch queues.

Tool Schema Drift 0.08 / ≤ 0.20 [NOMINAL]
Model Behavior Drift 0.11 / ≤ 0.25 [NOMINAL]
Context Entropy Drift 0.32 / ≤ 0.75 [NOMINAL]
Root Goal Divergence 0.04 / ≤ 0.35 [NOMINAL]
Quarantine Policy: Zero-Trust Memory Eviction
3-Branch Git Worktree Brain Parity
300ms FSEvents

Complete memory isolation across three dedicated disk worktrees. Changes migrate strictly through verified promotion gates, preventing development artifacts from contaminating the production intelligence layer.

worktrees/dev Ephemeral

Scratchpad sandbox for initial prompt formulation, candidate AST modifications, & raw synthesis.

Commit: HEAD~0
worktrees/qa Gated

Guardrail linter suite & golden trajectory replay testbed. Simulates end-to-end task execution.

Lint: 100% Passed
worktrees/prod Live 1:1

Cryptographically pinned active state brain. Synced with edge runners under SHA-256 validation.

SHA-256 Verified
Watchdog: Debounced 300ms Active Sync latency: 1.84ms
Contextual Tiered Model Routing
48.8% – 67.3% Savings

Dynamic cost-performance arbitrage. Reasoning-heavy nodes (Orchestration, Architecture, Security) route to high-capacity Frontier Pro models, while routine hygiene and execution tasks route to ultra-efficient Flash tiers.

Frontier Pro (Reasoning)
$0.010 / 1k tokens 5 Agents Assigned
Gemini Flash (Execution)
$0.0025 / 1k tokens 6 Agents Assigned
Flash-Lite (Hygiene & Docs)
$0.0012 / 1k tokens 3 Agents Assigned
Fleet Average Cost: $0.0034 / 1k tokens (blended)
Four Operational Argos Modes
WAY 1 – 4

The AgentOps platform provides four tailored operational views for engineering teams, security officers, and enterprise leadership.

WAY 1: Brain Inspector Deep AST trajectory inspection, vector cluster exploration & memory graph visualization.
WAY 2: Mission Control Multi-project multi-tenant active dispatch queues, lock statuses & DAG health.
WAY 3: Boardroom PDF Cryptographic executive audit logs, compliance certificates & SOC2 readiness reports.
WAY 4: SRE Command Live telemetry, p99 TTFB traces, error budget depletion & Path D rollback panel.
Active View: WAY 2: Mission Control

Core Infrastructure Matrix

Validated enterprise-grade runtimes and orchestration frameworks executed across the ADLC lifecycle.

Python / FastAPI Pydantic v2 TypeScript / ES2022 Astro / Vite Swift / SwiftUI / HealthKit Supabase PostgreSQL (RLS) Vercel Serverless Playwright / Browserbase
Ready to Deploy AgentOps Enclave? Integrate the 14-agent ADLC pipeline into your private cloud with air-gapped zero-trust boundaries.
Production Deliverables

Proofs of Work: Commercial Software

Tangible manifestations of the ADLC Software Factory — high-assurance consumer mobile engineering, collaborative real-time sync, and quantitative algorithms operating on live telemetry.

RoxKit — HYROX & Functional Fitness Telemetry Interface
iOS Native / HealthKit & WatchOS
v1.5 Live Production

RoxKit v1.5

Hybrid PWA & Native iOS/WatchOS Telemetry Platform

Designed for competitive Hyrox and functional fitness athletes. Integrates real-time interval telemetry, station split pacing, and biometric fatigue prediction.

Engineered Architectural Modules

Custom HR Zone Minimum BPM Engine

Settings-driven Z1–Z5 heart rate threshold bucketing (z2Min–z5Min), split HR extrapolation, and Suffer Score relative effort.

Banister Impulse-Response Modeling

Mathematical fitness (CTL), fatigue (ATL), and training stress balance (TSB) recovery curves with head-to-head workout comparison.

Apple Watch Replay, Strava Sync & AI Coach

Native WKWebView HealthKit bridge (startFavoriteSimulation), Strava lap-to-HYROX station inference, and Gemini AI Coaching.

SWIFTUI • COREMOTION • HEALTHKIT • SUPABASE
RoxPrep — HYROX Doubles Strategy & Pacing Interface
PWA + iOS Companion
Live Production

RoxPrep

HYROX Doubles Strategy, Pacing & Partner Platform

Tactical racing blueprint engine for HYROX doubles competitors, synchronizing split pacing strategies, custom transition plans, and dynamic partner work/rest rotations.

Engineered Architectural Modules

32-Segment HYROX Doubles Pacing Matrix

Interactive race pacing calculator across all 8 runs, 8 functional stations, and Roxzone transitions with benchmark targets.

Dynamic Partner Shift Rotation Engine

Configurable station accordions for custom partner work/rest split ratios, handover distances, and live fatigue-balanced shifts.

Realtime Partner Chat & Strategy Audit Log

Team-scoped Supabase Realtime collaboration, station tagging, and RBAC Row-Level Security (auth_user_teams).

TYPESCRIPT • SUPABASE REALTIME • TAILWIND • PWA
MyTrade — Quantitative Algorithmic Financial Interface
FastAPI + iOS/Web PWA
v3.2.1 Live Production

MyTrade v3.2.1

Quantitative Research, Options Screening & Analytics

High-frequency quantitative research and rules evaluation utility built to execute discipline across self-directed options strategies with rigorous algorithmic precision.

Engineered Architectural Modules

Direct E*TRADE OAuth 1.0a & Pre-Market Auto-Warm

Zero-storage pass-through login, Browserbase residential proxy 2FA resumption, and 4:00 AM CDT unattended token warm-up with 20-min keep-alive.

Compass Heatmap & Black-Scholes Greeks Engine

Customizable 12-metric portfolio holdings table, live NBBO midpoint valuation ($0.05 tick floor), and atomic 2-leg option roll spread execution.

Dual-Frontend Compliance Architecture

Shared quantitative engine serving full execution on web alongside a read-only iOS companion surface.

REGULATORY COMPLIANCE DISCLOSURE

MyTrade operates strictly as an impersonal quantitative research, screening, and rule-evaluation software utility under the Publisher's Exclusion (15 U.S.C. § 80b-2(a)(11)(D)). MyTrade is not a registered investment adviser or broker-dealer and does not provide personalized investment advice. All strategy parameters, delta targets, and rule-based order transmissions are self-directed and configured by the user through their linked E*TRADE brokerage account. Options trading involves substantial risk of loss and is not suitable for all investors.

PYTHON / FASTAPI • PYDANTIC V2 • E*TRADE OAUTH • OPTIONS GREEKS
The NdcLabs Philosophy

Applied Innovation for Builders & Enterprise Teams

We empower founders, engineering leaders, and enterprise innovators through applied emerging technology, hardened architectures, and high-velocity execution. Whether advisory or full-lifecycle co-engineering, we solve the hardest systemic challenges.

100%
Sovereign Code Base
< 10ms
Engine Latency

Initiate Collaboration

Reach out directly to discuss enterprise architecture advisory, licensing the ADLC platform, or co-venturing on emerging technical products.

Executive Headquarters: Nashville, TN • Delaware Incorporated
Available for Selective Advisory & Board Appointments
Encrypted direct transmission to Executive Office